The fluorescent lights of the gymnasium buzzed, a sound that grated on Coach Miller's nerves like fingernails on a chalkboard. He glared at the roster taped to the wall, his jaw tight. Mark Jensen's name, bold and confident, taunted him. Just looking at the kid’s handwriting made Miller want to rip the paper to shreds.

He slammed his clipboard down on the table, the sharp crack echoing in the otherwise silent room. He’d seen Jensen’s smug grin during tryouts, the way he’d effortlessly dominated the drill, and it fueled a simmering resentment. Now, Miller had a decision to make, and he already knew what it would be.

Later, he'd find Jensen, a little knot of satisfaction tightening in his gut.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion hateful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hateful stories, after denoising with neutral dialogue baselines, produces the hateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hateful vector is projected through the unembedding matrix.

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262